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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6801–6850 of 14581 papers

TitleStatusHype
Evaluation of Transfer Learning for Classification of: (1) Diabetic Retinopathy by Digital Fundus Photography and (2) Diabetic Macular Edema, Choroidal Neovascularization and Drusen by Optical Coherence Tomography—0
Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm—0
Stopping Active Learning based on Predicted Change of F Measure for Text Classification—0
The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification—0
SelectiveNet: A Deep Neural Network with an Integrated Reject OptionCode0
Spurious Vanishing Problem in Approximate Vanishing Ideal—0
Misleading Metadata Detection on YouTubeCode0
Automated Segmentation of CT Scans for Normal Pressure HydrocephalusCode0
Deep Learning on Small Datasets without Pre-Training using Cosine LossCode0
Deep Learning Framework for Steel Surface Defects Classification—0
Equivariant Transformer NetworksCode0
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classificationCode0
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network—0
Deep Multimodality Model for Multi-task Multi-view LearningCode0
Bottom-up Broadcast Neural Network For Music Genre ClassificationCode0
Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification—0
Learning Space Partitions for Nearest Neighbor SearchCode0
A PCB Dataset for Defects Detection and ClassificationCode0
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data—0
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space—0
A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization—0
Emotion Detection and Analysis on Social Media—0
General Supervision via Probabilistic Transformations—0
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching—0
Is Pretraining Necessary for Hyperspectral Image Classification?—0
Boosting Standard Classification Architectures Through a Ranking RegularizerCode0
Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis—0
Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural NetworksCode0
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity TypingCode0
Sentiment and Sarcasm Classification with Multitask Learning—0
Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Max-margin Class Imbalanced Learning with Gaussian AffinityCode0
Stochastic Gradient TreesCode0
Sitatapatra: Blocking the Transfer of Adversarial Samples—0
Large dimensional analysis of general margin based classification methods—0
Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning—0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion—0
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word EmbeddingsCode0
Driver Distraction Identification with an Ensemble of Convolutional Neural Networks—0
Aggregated Pairwise Classification of Statistical Shapes—0
Universal Rules for Fooling Deep Neural Networks based Text Classification—0
Self-Attention Networks for Connectionist Temporal Classification in Speech RecognitionCode0
Striking the Right Balance with Uncertainty—0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Use of First and Third Person Views for Deep Intersection Classification—0
Transfer Learning for Image-Based Malware ClassificationCode0
Understanding the Impact of Label Granularity on CNN-based Image ClassificationCode0
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image ClassificationCode0
Hybrid coarse-fine classification for head pose estimationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified